Overview
Brought to you by YData
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 491 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 69.2 KiB |
| Average record size in memory | 144.3 B |
Variable types
| Numeric | 18 |
|---|
ADX is highly overall correlated with MACD | High correlation |
Adj Close is highly overall correlated with BB_lower and 9 other fields | High correlation |
Aroon_Down is highly overall correlated with Aroon_Up and 3 other fields | High correlation |
Aroon_Up is highly overall correlated with Aroon_Down and 3 other fields | High correlation |
BB_lower is highly overall correlated with Adj Close and 9 other fields | High correlation |
BB_upper is highly overall correlated with Adj Close and 9 other fields | High correlation |
Close is highly overall correlated with Adj Close and 9 other fields | High correlation |
EMA5 is highly overall correlated with Adj Close and 9 other fields | High correlation |
High is highly overall correlated with Adj Close and 9 other fields | High correlation |
Low is highly overall correlated with Adj Close and 9 other fields | High correlation |
MACD is highly overall correlated with ADX and 3 other fields | High correlation |
MACD_signal is highly overall correlated with Aroon_Down and 2 other fields | High correlation |
OBV is highly overall correlated with Adj Close and 9 other fields | High correlation |
Open is highly overall correlated with Adj Close and 9 other fields | High correlation |
RSI15 is highly overall correlated with Aroon_Down and 3 other fields | High correlation |
SMA15 is highly overall correlated with Adj Close and 9 other fields | High correlation |
Unnamed: 0 is highly overall correlated with Adj Close and 9 other fields | High correlation |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
Volume has unique values | Unique |
EMA5 has unique values | Unique |
Reproduction
| Analysis started | 2024-10-20 00:03:34.964415 |
|---|---|
| Analysis finished | 2024-10-20 00:03:55.606712 |
| Duration | 20.64 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
Unnamed: 0
Real number (ℝ)
High correlation  Uniform  Unique 
| Distinct | 491 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 245 |
| Minimum | 0 |
|---|---|
| Maximum | 490 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 24.5 |
| Q1 | 122.5 |
| median | 245 |
| Q3 | 367.5 |
| 95-th percentile | 465.5 |
| Maximum | 490 |
| Range | 490 |
| Interquartile range (IQR) | 245 |
Descriptive statistics
| Standard deviation | 141.88376 |
|---|---|
| Coefficient of variation (CV) | 0.57911737 |
| Kurtosis | -1.2 |
| Mean | 245 |
| Median Absolute Deviation (MAD) | 123 |
| Skewness | 0 |
| Sum | 120295 |
| Variance | 20131 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 337 | 1 | 0.2% |
| 335 | 1 | 0.2% |
| 334 | 1 | 0.2% |
| 333 | 1 | 0.2% |
| 332 | 1 | 0.2% |
| 331 | 1 | 0.2% |
| 330 | 1 | 0.2% |
| 329 | 1 | 0.2% |
| 328 | 1 | 0.2% |
| Other values (481) | 481 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 490 | 1 | |
| 489 | 1 | |
| 488 | 1 | |
| 487 | 1 | |
| 486 | 1 | |
| 485 | 1 | |
| 484 | 1 | |
| 483 | 1 | |
| 482 | 1 | |
| 481 | 1 |
Open
Real number (ℝ)
High correlation 
| Distinct | 472 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49851598 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.11134241 |
| Q1 | 0.3671585 |
| median | 0.4893637 |
| Q3 | 0.61102565 |
| 95-th percentile | 0.92129085 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.24386715 |
Descriptive statistics
| Standard deviation | 0.23356357 |
|---|---|
| Coefficient of variation (CV) | 0.46851772 |
| Kurtosis | -0.41792168 |
| Mean | 0.49851598 |
| Median Absolute Deviation (MAD) | 0.12247682 |
| Skewness | 0.15610963 |
| Sum | 244.77135 |
| Variance | 0.054551942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5002263541 | 3 | 0.6% |
| 0.4258169969 | 2 | 0.4% |
| 0.4140490678 | 2 | 0.4% |
| 0.8903774662 | 2 | 0.4% |
| 0.9350050413 | 2 | 0.4% |
| 0.6253281272 | 2 | 0.4% |
| 0.5731873212 | 2 | 0.4% |
| 0.5920159801 | 2 | 0.4% |
| 0.5778039097 | 2 | 0.4% |
| 0.5934643703 | 2 | 0.4% |
| Other values (462) | 470 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.007965939209 | 1 | |
| 0.01013845553 | 1 | |
| 0.01792338049 | 1 | |
| 0.02172537037 | 1 | |
| 0.03313113284 | 1 | |
| 0.03847191651 | 1 | |
| 0.03865299983 | 1 | |
| 0.04037294599 | 1 | |
| 0.04444642272 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9972843028 | 1 | |
| 0.9866027355 | 1 | |
| 0.9740201386 | 1 | |
| 0.9723906651 | 1 | |
| 0.9558252023 | 1 | |
| 0.9539241728 | 1 | |
| 0.9438761898 | 1 | |
| 0.9430615221 | 1 | |
| 0.9422468544 | 1 |
High
Real number (ℝ)
High correlation 
| Distinct | 479 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50161696 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1141086 |
| Q1 | 0.37212904 |
| median | 0.49015678 |
| Q3 | 0.61037182 |
| 95-th percentile | 0.92603896 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.23824278 |
Descriptive statistics
| Standard deviation | 0.23568119 |
|---|---|
| Coefficient of variation (CV) | 0.46984296 |
| Kurtosis | -0.42985368 |
| Mean | 0.50161696 |
| Median Absolute Deviation (MAD) | 0.12003278 |
| Skewness | 0.17614646 |
| Sum | 246.29393 |
| Variance | 0.055545626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4240794992 | 2 | 0.4% |
| 0.4771235349 | 2 | 0.4% |
| 0.5407401082 | 2 | 0.4% |
| 0.1773605315 | 2 | 0.4% |
| 0.5670798745 | 2 | 0.4% |
| 0.5011847742 | 2 | 0.4% |
| 0.5206889596 | 2 | 0.4% |
| 0.540284375 | 2 | 0.4% |
| 0.6105540691 | 2 | 0.4% |
| 0.6072729847 | 2 | 0.4% |
| Other values (469) | 471 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.008111620008 | 1 | |
| 0.01986875801 | 1 | |
| 0.02296752133 | 1 | |
| 0.02469922408 | 1 | |
| 0.02852713271 | 1 | |
| 0.02971201124 | 1 | |
| 0.03180821712 | 1 | |
| 0.03317541675 | 1 | |
| 0.04238061567 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9976302429 | 1 | |
| 0.9888807772 | 1 | |
| 0.9880604018 | 1 | |
| 0.9668246528 | 1 | |
| 0.9598978418 | 1 | |
| 0.9598067508 | 1 | |
| 0.9590776054 | 1 | |
| 0.9583484601 | 1 | |
| 0.955796521 | 1 |
Low
Real number (ℝ)
High correlation 
| Distinct | 484 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50370807 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.10178442 |
| Q1 | 0.37773124 |
| median | 0.49044061 |
| Q3 | 0.61871815 |
| 95-th percentile | 0.91769853 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.24098691 |
Descriptive statistics
| Standard deviation | 0.23337693 |
|---|---|
| Coefficient of variation (CV) | 0.46331783 |
| Kurtosis | -0.40743631 |
| Mean | 0.50370807 |
| Median Absolute Deviation (MAD) | 0.12336115 |
| Skewness | 0.10966823 |
| Sum | 247.32066 |
| Variance | 0.054464793 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.05207575939 | 2 | 0.4% |
| 0.4864349027 | 2 | 0.4% |
| 0.4359068325 | 2 | 0.4% |
| 0.9020393767 | 2 | 0.4% |
| 0.5304989641 | 2 | 0.4% |
| 0.6370175123 | 2 | 0.4% |
| 0.4241623989 | 2 | 0.4% |
| 0.4052257465 | 1 | 0.2% |
| 0.4137836714 | 1 | 0.2% |
| 0.4034960743 | 1 | 0.2% |
| Other values (474) | 474 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.005371485679 | 1 | |
| 0.006555000407 | 1 | |
| 0.008284811475 | 1 | |
| 0.01547709973 | 1 | |
| 0.02967955431 | 1 | |
| 0.03241082763 | 1 | |
| 0.03596137181 | 1 | |
| 0.04142391846 | 1 | |
| 0.04979972144 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.991624197 | 1 | |
| 0.9850691966 | 1 | |
| 0.9847050917 | 1 | |
| 0.9682265991 | 1 | |
| 0.9620357037 | 1 | |
| 0.9603058926 | 1 | |
| 0.9566642875 | 1 | |
| 0.9532957957 | 1 | |
| 0.9514748543 | 1 |
Close
Real number (ℝ)
High correlation 
| Distinct | 477 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51132664 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.11915806 |
| Q1 | 0.38393342 |
| median | 0.50072739 |
| Q3 | 0.61993088 |
| 95-th percentile | 0.9297599 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.23599746 |
Descriptive statistics
| Standard deviation | 0.23421451 |
|---|---|
| Coefficient of variation (CV) | 0.45805263 |
| Kurtosis | -0.41477251 |
| Mean | 0.51132664 |
| Median Absolute Deviation (MAD) | 0.1190216 |
| Skewness | 0.14364985 |
| Sum | 251.06138 |
| Variance | 0.054856438 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8887980055 | 2 | 0.4% |
| 0.4894526988 | 2 | 0.4% |
| 0.4620839984 | 2 | 0.4% |
| 0.4814511999 | 2 | 0.4% |
| 0.3522458327 | 2 | 0.4% |
| 0.498090605 | 2 | 0.4% |
| 0.4362611556 | 2 | 0.4% |
| 0.4408074366 | 2 | 0.4% |
| 0.4334424836 | 2 | 0.4% |
| 0.4278051395 | 2 | 0.4% |
| Other values (467) | 471 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.0004546558486 | 1 | |
| 0.009274452094 | 1 | |
| 0.01218406916 | 1 | |
| 0.04173489568 | 1 | |
| 0.04182577136 | 1 | |
| 0.04464444338 | 1 | |
| 0.04555375508 | 1 | |
| 0.04664481812 | 1 | |
| 0.05191852073 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9983634054 | 1 | |
| 0.9945444073 | 1 | |
| 0.9895436092 | 1 | |
| 0.981814876 | 1 | |
| 0.9816329859 | 1 | |
| 0.9740861428 | 1 | |
| 0.9707219392 | 1 | |
| 0.9663575483 | 1 | |
| 0.9594471124 | 1 |
Adj Close
Real number (ℝ)
High correlation 
| Distinct | 486 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50942738 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.11681052 |
| Q1 | 0.38280061 |
| median | 0.49803576 |
| Q3 | 0.61702949 |
| 95-th percentile | 0.93021225 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.23422888 |
Descriptive statistics
| Standard deviation | 0.23492692 |
|---|---|
| Coefficient of variation (CV) | 0.4611588 |
| Kurtosis | -0.41604627 |
| Mean | 0.50942738 |
| Median Absolute Deviation (MAD) | 0.11845124 |
| Skewness | 0.15167958 |
| Sum | 250.12884 |
| Variance | 0.055190657 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4050579126 | 2 | 0.4% |
| 0.8899635131 | 2 | 0.4% |
| 0.3475347931 | 2 | 0.4% |
| 0.4596675203 | 2 | 0.4% |
| 0.4238433508 | 2 | 0.4% |
| 0.1190834478 | 1 | 0.2% |
| 0.5078180333 | 1 | 0.2% |
| 0.5114977458 | 1 | 0.2% |
| 0.5246905097 | 1 | 0.2% |
| 0.5138310814 | 1 | 0.2% |
| Other values (476) | 476 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.0004457033388 | 1 | |
| 0.009091785234 | 1 | |
| 0.01194406694 | 1 | |
| 0.04091286194 | 1 | |
| 0.04100182414 | 1 | |
| 0.04376486908 | 1 | |
| 0.04465627575 | 1 | |
| 0.04572601868 | 1 | |
| 0.05089571064 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9959379423 | 1 | |
| 0.9921633642 | 1 | |
| 0.9896532026 | 1 | |
| 0.9820054742 | 1 | |
| 0.9794019571 | 1 | |
| 0.9743577458 | 1 | |
| 0.9710288025 | 1 | |
| 0.9667101547 | 1 | |
| 0.9574740119 | 1 |
Volume
Real number (ℝ)
Unique 
| Distinct | 491 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.33910529 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.16614778 |
| Q1 | 0.25976175 |
| median | 0.31975373 |
| Q3 | 0.40552923 |
| 95-th percentile | 0.55692001 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.14576748 |
Descriptive statistics
| Standard deviation | 0.12443821 |
|---|---|
| Coefficient of variation (CV) | 0.36696038 |
| Kurtosis | 2.8344 |
| Mean | 0.33910529 |
| Median Absolute Deviation (MAD) | 0.071475705 |
| Skewness | 1.0351074 |
| Sum | 166.5007 |
| Variance | 0.015484868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6839385522 | 1 | 0.2% |
| 0.3526790544 | 1 | 0.2% |
| 0.4458672633 | 1 | 0.2% |
| 0.423096746 | 1 | 0.2% |
| 0.4055723984 | 1 | 0.2% |
| 0.532174889 | 1 | 0.2% |
| 0.4723701984 | 1 | 0.2% |
| 0.432277363 | 1 | 0.2% |
| 0.6724127447 | 1 | 0.2% |
| 0.2750700194 | 1 | 0.2% |
| Other values (481) | 481 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.06140280407 | 1 | |
| 0.07137620434 | 1 | |
| 0.08941153715 | 1 | |
| 0.09326475681 | 1 | |
| 0.103940634 | 1 | |
| 0.10762574 | 1 | |
| 0.1087997874 | 1 | |
| 0.1210540376 | 1 | |
| 0.1223840234 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9004907697 | 1 | |
| 0.8160915323 | 1 | |
| 0.7621921554 | 1 | |
| 0.741086978 | 1 | |
| 0.7337459401 | 1 | |
| 0.7194726577 | 1 | |
| 0.6839385522 | 1 | |
| 0.6724127447 | 1 | |
| 0.6477901824 | 1 |
SMA15
Real number (ℝ)
High correlation 
| Distinct | 490 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.7885355 × 10-16 |
| Minimum | -2.0127505 |
|---|---|
| Maximum | 1.9608933 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 253 |
| Negative (%) | 51.5% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -2.0127505 |
|---|---|
| 5-th percentile | -1.6336246 |
| Q1 | -0.54095002 |
| median | -0.038788354 |
| Q3 | 0.45963791 |
| 95-th percentile | 1.8083226 |
| Maximum | 1.9608933 |
| Range | 3.9736439 |
| Interquartile range (IQR) | 1.0005879 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | -1.7293146 × 1015 |
| Kurtosis | -0.45481945 |
| Mean | -5.7885355 × 10-16 |
| Median Absolute Deviation (MAD) | 0.50153458 |
| Skewness | 0.14363341 |
| Sum | -3.2551739 × 10-13 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4092431272 | 2 | 0.4% |
| -1.340755937 | 1 | 0.2% |
| 0.2444219775 | 1 | 0.2% |
| -0.07576716754 | 1 | 0.2% |
| -0.04073603876 | 1 | 0.2% |
| -0.0003155368631 | 1 | 0.2% |
| 0.0421593526 | 1 | 0.2% |
| 0.08759574701 | 1 | 0.2% |
| 0.1242810358 | 1 | 0.2% |
| 0.1473861074 | 1 | 0.2% |
| Other values (480) | 480 |
| Value | Count | Frequency (%) |
| -2.012750517 | 1 | |
| -2.009762305 | 1 | |
| -2.008641742 | 1 | |
| -2.0068008 | 1 | |
| -2.002665401 | 1 | |
| -1.998743366 | 1 | |
| -1.989805479 | 1 | |
| -1.985723451 | 1 | |
| -1.975825034 | 1 | |
| -1.949465015 | 1 |
| Value | Count | Frequency (%) |
| 1.960893346 | 1 | |
| 1.941656897 | 1 | |
| 1.929303987 | 1 | |
| 1.914869984 | 1 | |
| 1.897581178 | 1 | |
| 1.894673045 | 1 | |
| 1.89005734 | 1 | |
| 1.886428829 | 1 | |
| 1.885975271 | 1 | |
| 1.884694632 | 1 |
EMA5
Real number (ℝ)
High correlation  Unique 
| Distinct | 491 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.1577071 × 10-16 |
| Minimum | -2.1256145 |
|---|---|
| Maximum | 2.0291964 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 254 |
| Negative (%) | 51.7% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -2.1256145 |
|---|---|
| 5-th percentile | -1.640725 |
| Q1 | -0.52767884 |
| median | -0.050339434 |
| Q3 | 0.46619693 |
| 95-th percentile | 1.7998697 |
| Maximum | 2.0291964 |
| Range | 4.1548109 |
| Interquartile range (IQR) | 0.99387577 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | -8.6465729 × 1015 |
| Kurtosis | -0.44035856 |
| Mean | -1.1577071 × 10-16 |
| Median Absolute Deviation (MAD) | 0.50528629 |
| Skewness | 0.1396586 |
| Sum | -5.3290705 × 10-14 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.480714218 | 1 | 0.2% |
| -0.3325132943 | 1 | 0.2% |
| -0.361954875 | 1 | 0.2% |
| -0.3431120917 | 1 | 0.2% |
| -0.2808625159 | 1 | 0.2% |
| -0.1898454311 | 1 | 0.2% |
| -0.07296459257 | 1 | 0.2% |
| 0.004525401244 | 1 | 0.2% |
| 0.03118020309 | 1 | 0.2% |
| 0.04974965802 | 1 | 0.2% |
| Other values (481) | 481 |
| Value | Count | Frequency (%) |
| -2.125614534 | 1 | |
| -2.090638303 | 1 | |
| -2.088688023 | 1 | |
| -2.064498052 | 1 | |
| -2.057129205 | 1 | |
| -2.028493985 | 1 | |
| -1.999945879 | 1 | |
| -1.998591155 | 1 | |
| -1.990272893 | 1 | |
| -1.973257299 | 1 |
| Value | Count | Frequency (%) |
| 2.029196381 | 1 | |
| 2.005341285 | 1 | |
| 1.981044133 | 1 | |
| 1.965243808 | 1 | |
| 1.96480353 | 1 | |
| 1.948797408 | 1 | |
| 1.947711101 | 1 | |
| 1.888828577 | 1 | |
| 1.881407601 | 1 | |
| 1.876958325 | 1 |
RSI15
Real number (ℝ)
High correlation 
| Distinct | 490 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9332489 × 10-16 |
| Minimum | -2.6133636 |
|---|---|
| Maximum | 2.0448942 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 224 |
| Negative (%) | 45.6% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -2.6133636 |
|---|---|
| 5-th percentile | -1.6912682 |
| Q1 | -0.83100155 |
| median | 0.120348 |
| Q3 | 0.79623559 |
| 95-th percentile | 1.387916 |
| Maximum | 2.0448942 |
| Range | 4.6582579 |
| Interquartile range (IQR) | 1.6272371 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | 1.6871362 × 1015 |
| Kurtosis | -0.83707737 |
| Mean | 5.9332489 × 10-16 |
| Median Absolute Deviation (MAD) | 0.78913612 |
| Skewness | -0.29583458 |
| Sum | 2.9753977 × 10-13 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.170454982 | 2 | 0.4% |
| -1.579066031 | 1 | 0.2% |
| -2.166983666 | 1 | 0.2% |
| -2.61336364 | 1 | 0.2% |
| -2.603960987 | 1 | 0.2% |
| -2.527588638 | 1 | 0.2% |
| -2.076427344 | 1 | 0.2% |
| -1.493872277 | 1 | 0.2% |
| -1.32440697 | 1 | 0.2% |
| -1.218424681 | 1 | 0.2% |
| Other values (480) | 480 |
| Value | Count | Frequency (%) |
| -2.61336364 | 1 | |
| -2.603960987 | 1 | |
| -2.527588638 | 1 | |
| -2.174901145 | 1 | |
| -2.166983666 | 1 | |
| -2.076427344 | 1 | |
| -2.055196451 | 1 | |
| -2.023236957 | 1 | |
| -2.000843356 | 1 | |
| -1.962838004 | 1 |
| Value | Count | Frequency (%) |
| 2.044894215 | 1 | |
| 1.992420325 | 1 | |
| 1.990209965 | 1 | |
| 1.963263719 | 1 | |
| 1.892290545 | 1 | |
| 1.781065805 | 1 | |
| 1.754250063 | 1 | |
| 1.73660575 | 1 | |
| 1.695784114 | 1 | |
| 1.660979392 | 1 |
BB_upper
Real number (ℝ)
High correlation 
| Distinct | 450 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.3933765 × 10-16 |
| Minimum | -1.6021659 |
|---|---|
| Maximum | 2.2113697 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 202 |
| Negative (%) | 41.1% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -1.6021659 |
|---|---|
| 5-th percentile | -1.5641846 |
| Q1 | -0.70856252 |
| median | 0.16445913 |
| Q3 | 0.48799942 |
| 95-th percentile | 2.116309 |
| Maximum | 2.2113697 |
| Range | 3.8135356 |
| Interquartile range (IQR) | 1.1965619 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | 1.1926307 × 1015 |
| Kurtosis | -0.21765973 |
| Mean | 8.3933765 × 10-16 |
| Median Absolute Deviation (MAD) | 0.38954177 |
| Skewness | 0.13183945 |
| Sum | 4.3920423 × 10-13 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.460994333 | 42 | 8.6% |
| 0.08736040036 | 1 | 0.2% |
| 0.2688895057 | 1 | 0.2% |
| 0.2824458746 | 1 | 0.2% |
| 0.307759728 | 1 | 0.2% |
| 0.3316992681 | 1 | 0.2% |
| 0.3524615956 | 1 | 0.2% |
| 0.3731241478 | 1 | 0.2% |
| 0.3751292467 | 1 | 0.2% |
| 0.3841601059 | 1 | 0.2% |
| Other values (440) | 440 |
| Value | Count | Frequency (%) |
| -1.602165905 | 1 | |
| -1.599420648 | 1 | |
| -1.596968199 | 1 | |
| -1.595358105 | 1 | |
| -1.593152703 | 1 | |
| -1.593086466 | 1 | |
| -1.592988359 | 1 | |
| -1.592718853 | 1 | |
| -1.592424513 | 1 | |
| -1.592401219 | 1 |
| Value | Count | Frequency (%) |
| 2.211369739 | 1 | |
| 2.20708933 | 1 | |
| 2.206054235 | 1 | |
| 2.201992374 | 1 | |
| 2.201185277 | 1 | |
| 2.195838221 | 1 | |
| 2.195185117 | 1 | |
| 2.19364434 | 1 | |
| 2.193606313 | 1 | |
| 2.193530574 | 1 |
BB_lower
Real number (ℝ)
High correlation 
| Distinct | 450 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.209682 × 10-16 |
| Minimum | -1.5474028 |
|---|---|
| Maximum | 1.9320835 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 225 |
| Negative (%) | 45.8% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -1.5474028 |
|---|---|
| 5-th percentile | -1.404687 |
| Q1 | -0.8063456 |
| median | 0.11546737 |
| Q3 | 0.31033903 |
| 95-th percentile | 1.8494237 |
| Maximum | 1.9320835 |
| Range | 3.4794863 |
| Interquartile range (IQR) | 1.1166846 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | -1.9214606 × 1015 |
| Kurtosis | -0.59193106 |
| Mean | -5.209682 × 10-16 |
| Median Absolute Deviation (MAD) | 0.43971692 |
| Skewness | 0.29264972 |
| Sum | -2.7733371 × 10-13 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.402775672 | 42 | 8.6% |
| -0.3261889332 | 1 | 0.2% |
| 0.1845518649 | 1 | 0.2% |
| 0.1830163886 | 1 | 0.2% |
| 0.1765092084 | 1 | 0.2% |
| 0.1730715739 | 1 | 0.2% |
| 0.1726257061 | 1 | 0.2% |
| 0.183652062 | 1 | 0.2% |
| 0.2034736836 | 1 | 0.2% |
| 0.2197010147 | 1 | 0.2% |
| Other values (440) | 440 |
| Value | Count | Frequency (%) |
| -1.547402763 | 1 | |
| -1.542600025 | 1 | |
| -1.541685956 | 1 | |
| -1.532310558 | 1 | |
| -1.528255717 | 1 | |
| -1.525697103 | 1 | |
| -1.522724138 | 1 | |
| -1.514284691 | 1 | |
| -1.504790016 | 1 | |
| -1.499575865 | 1 |
| Value | Count | Frequency (%) |
| 1.932083508 | 1 | |
| 1.930969751 | 1 | |
| 1.92886366 | 1 | |
| 1.923393011 | 1 | |
| 1.921070178 | 1 | |
| 1.92067314 | 1 | |
| 1.917712113 | 1 | |
| 1.913414296 | 1 | |
| 1.911581852 | 1 | |
| 1.909691898 | 1 |
MACD
Real number (ℝ)
High correlation 
| Distinct | 480 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.6178347 × 10-17 |
| Minimum | -2.118041 |
|---|---|
| Maximum | 2.722311 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 237 |
| Negative (%) | 48.3% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -2.118041 |
|---|---|
| 5-th percentile | -1.5914854 |
| Q1 | -0.80584387 |
| median | 0.043342859 |
| Q3 | 0.67273221 |
| 95-th percentile | 1.756992 |
| Maximum | 2.722311 |
| Range | 4.840352 |
| Interquartile range (IQR) | 1.4785761 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | -2.7669033 × 1016 |
| Kurtosis | -0.29955324 |
| Mean | -3.6178347 × 10-17 |
| Median Absolute Deviation (MAD) | 0.72751423 |
| Skewness | 0.14434071 |
| Sum | -4.4408921 × 10-15 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02842890544 | 12 | 2.4% |
| 0.01896694563 | 1 | 0.2% |
| -1.801464814 | 1 | 0.2% |
| -1.871530371 | 1 | 0.2% |
| -1.873034742 | 1 | 0.2% |
| -1.928612762 | 1 | 0.2% |
| -1.960375053 | 1 | 0.2% |
| -1.906347601 | 1 | 0.2% |
| -1.753951343 | 1 | 0.2% |
| -1.544204297 | 1 | 0.2% |
| Other values (470) | 470 |
| Value | Count | Frequency (%) |
| -2.118041 | 1 | |
| -2.076214283 | 1 | |
| -2.046422939 | 1 | |
| -2.002823424 | 1 | |
| -1.960375053 | 1 | |
| -1.952168154 | 1 | |
| -1.938617385 | 1 | |
| -1.935652903 | 1 | |
| -1.928612762 | 1 | |
| -1.906347601 | 1 |
| Value | Count | Frequency (%) |
| 2.722311037 | 1 | |
| 2.681429529 | 1 | |
| 2.636393143 | 1 | |
| 2.599230673 | 1 | |
| 2.588191607 | 1 | |
| 2.552620926 | 1 | |
| 2.460602701 | 1 | |
| 2.444992753 | 1 | |
| 2.375190162 | 1 | |
| 2.34781749 | 1 |
MACD_signal
Real number (ℝ)
High correlation 
| Distinct | 472 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8089174 × 10-18 |
| Minimum | -2.851214 |
|---|---|
| Maximum | 2.1791577 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 254 |
| Negative (%) | 51.7% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -2.851214 |
|---|---|
| 5-th percentile | -1.7516787 |
| Q1 | -0.48578484 |
| median | -0.027750133 |
| Q3 | 0.59278711 |
| 95-th percentile | 1.8031936 |
| Maximum | 2.1791577 |
| Range | 5.0303717 |
| Interquartile range (IQR) | 1.078572 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | 5.5338067 × 1017 |
| Kurtosis | 0.33674441 |
| Mean | 1.8089174 × 10-18 |
| Median Absolute Deviation (MAD) | 0.54525423 |
| Skewness | -0.19004292 |
| Sum | 5.3290705 × 10-15 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4021567731 | 20 | 4.1% |
| -0.3502439282 | 1 | 0.2% |
| 0.2075472378 | 1 | 0.2% |
| -0.04809503827 | 1 | 0.2% |
| -0.2596632555 | 1 | 0.2% |
| -0.5568430658 | 1 | 0.2% |
| -0.7030898395 | 1 | 0.2% |
| -1.063533788 | 1 | 0.2% |
| -1.435852495 | 1 | 0.2% |
| -1.619425946 | 1 | 0.2% |
| Other values (462) | 462 |
| Value | Count | Frequency (%) |
| -2.851214028 | 1 | |
| -2.814770708 | 1 | |
| -2.781981517 | 1 | |
| -2.780328599 | 1 | |
| -2.689879158 | 1 | |
| -2.625156341 | 1 | |
| -2.618434408 | 1 | |
| -2.611272569 | 1 | |
| -2.48298715 | 1 | |
| -2.451673117 | 1 |
| Value | Count | Frequency (%) |
| 2.179157682 | 1 | |
| 2.15665723 | 1 | |
| 2.142757838 | 1 | |
| 2.128266994 | 1 | |
| 2.111235258 | 1 | |
| 2.08181863 | 1 | |
| 2.081198982 | 1 | |
| 2.071414369 | 1 | |
| 2.052953794 | 1 | |
| 2.047471695 | 1 |
OBV
Real number (ℝ)
High correlation 
| Distinct | 490 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.694943 × 108 |
| Minimum | -4.868175 × 108 |
|---|---|
| Maximum | 2.0454186 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 26 |
| Negative (%) | 5.3% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -4.868175 × 108 |
|---|---|
| 5-th percentile | -26629150 |
| Q1 | 4.7465725 × 108 |
| median | 8.640338 × 108 |
| Q3 | 1.1629042 × 109 |
| 95-th percentile | 1.8783518 × 109 |
| Maximum | 2.0454186 × 109 |
| Range | 2.5322361 × 109 |
| Interquartile range (IQR) | 6.8824695 × 108 |
Descriptive statistics
| Standard deviation | 5.6055126 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.64468652 |
| Kurtosis | -0.36666568 |
| Mean | 8.694943 × 108 |
| Median Absolute Deviation (MAD) | 3.622263 × 108 |
| Skewness | 0.089348454 |
| Sum | 4.269217 × 1011 |
| Variance | 3.1421771 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 666760900 | 2 | 0.4% |
| -124385900 | 1 | 0.2% |
| 697266100 | 1 | 0.2% |
| 278024400 | 1 | 0.2% |
| 217884900 | 1 | 0.2% |
| 141770300 | 1 | 0.2% |
| 213535400 | 1 | 0.2% |
| 282123100 | 1 | 0.2% |
| 377255500 | 1 | 0.2% |
| 458765600 | 1 | 0.2% |
| Other values (480) | 480 |
| Value | Count | Frequency (%) |
| -486817500 | 1 | |
| -446197100 | 1 | |
| -438046200 | 1 | |
| -411113800 | 1 | |
| -401379100 | 1 | |
| -357083500 | 1 | |
| -350291500 | 1 | |
| -334079600 | 1 | |
| -332371300 | 1 | |
| -279500700 | 1 |
| Value | Count | Frequency (%) |
| 2045418600 | 1 | |
| 2030502000 | 1 | |
| 2016647900 | 1 | |
| 2000283400 | 1 | |
| 1989894600 | 1 | |
| 1980713300 | 1 | |
| 1978637300 | 1 | |
| 1978595700 | 1 | |
| 1977511200 | 1 | |
| 1969347100 | 1 |
ADX
Real number (ℝ)
High correlation 
| Distinct | 478 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.6828033 × 10-17 |
| Minimum | -1.7749736 |
|---|---|
| Maximum | 2.2861968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 256 |
| Negative (%) | 52.1% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -1.7749736 |
|---|---|
| 5-th percentile | -1.4674649 |
| Q1 | -0.81863455 |
| median | -0.043247955 |
| Q3 | 0.62161743 |
| 95-th percentile | 1.7977325 |
| Maximum | 2.2861968 |
| Range | 4.0611704 |
| Interquartile range (IQR) | 1.440252 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | 1.1528764 × 1016 |
| Kurtosis | -0.69972494 |
| Mean | 8.6828033 × 10-17 |
| Median Absolute Deviation (MAD) | 0.70141758 |
| Skewness | 0.27928354 |
| Sum | 6.7945649 × 10-14 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.983382612 | 14 | 2.9% |
| -0.138329231 | 1 | 0.2% |
| 0.6050131193 | 1 | 0.2% |
| 0.640259764 | 1 | 0.2% |
| 0.620398841 | 1 | 0.2% |
| 0.6049434398 | 1 | 0.2% |
| 0.6126810226 | 1 | 0.2% |
| 0.5892913387 | 1 | 0.2% |
| 0.4117477539 | 1 | 0.2% |
| 0.2233932543 | 1 | 0.2% |
| Other values (468) | 468 |
| Value | Count | Frequency (%) |
| -1.774973592 | 1 | |
| -1.767585949 | 1 | |
| -1.76010443 | 1 | |
| -1.72544878 | 1 | |
| -1.722284979 | 1 | |
| -1.711708679 | 1 | |
| -1.710665138 | 1 | |
| -1.700710497 | 1 | |
| -1.700318818 | 1 | |
| -1.688052814 | 1 |
| Value | Count | Frequency (%) |
| 2.286196846 | 1 | |
| 2.285996633 | 1 | |
| 2.271605241 | 1 | |
| 2.242658353 | 1 | |
| 2.241277495 | 1 | |
| 2.233500388 | 1 | |
| 2.23274528 | 1 | |
| 2.227698473 | 1 | |
| 2.20044547 | 1 | |
| 2.125557065 | 1 |
Aroon_Up
Real number (ℝ)
High correlation 
| Distinct | 15 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.6076438 × 10-17 |
| Minimum | -1.1628818 |
|---|---|
| Maximum | 1.6291719 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 262 |
| Negative (%) | 53.4% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -1.1628818 |
|---|---|
| 5-th percentile | -1.1628818 |
| Q1 | -0.96344944 |
| median | -0.1657198 |
| Q3 | 1.0308747 |
| 95-th percentile | 1.6291719 |
| Maximum | 1.6291719 |
| Range | 2.7920537 |
| Interquartile range (IQR) | 1.9943241 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | -1.7850989 × 1016 |
| Kurtosis | -1.3740956 |
| Mean | -5.6076438 × 10-17 |
| Median Absolute Deviation (MAD) | 0.99716205 |
| Skewness | 0.32308298 |
| Sum | -4.1744386 × 10-14 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.16288185 | 105 | |
| 1.629171883 | 48 | |
| -0.9634494405 | 43 | |
| -0.764017031 | 32 | 6.5% |
| -0.5645846215 | 30 | 6.1% |
| 1.429739473 | 28 | 5.7% |
| 1.230307064 | 27 | 5.5% |
| -0.3651522121 | 27 | 5.5% |
| -0.1657198026 | 25 | 5.1% |
| 0.8314422448 | 23 | 4.7% |
| Other values (5) | 103 |
| Value | Count | Frequency (%) |
| -1.16288185 | 105 | |
| -0.9634494405 | 43 | |
| -0.764017031 | 32 | 6.5% |
| -0.5645846215 | 30 | 6.1% |
| -0.3651522121 | 27 | 5.5% |
| -0.1657198026 | 25 | 5.1% |
| 0.0337126069 | 22 | 4.5% |
| 0.2331450164 | 20 | 4.1% |
| 0.4325774259 | 20 | 4.1% |
| 0.6320098353 | 20 | 4.1% |
| Value | Count | Frequency (%) |
| 1.629171883 | 48 | |
| 1.429739473 | 28 | |
| 1.230307064 | 27 | |
| 1.030874654 | 21 | |
| 0.8314422448 | 23 | |
| 0.6320098353 | 20 | |
| 0.4325774259 | 20 | |
| 0.2331450164 | 20 | |
| 0.0337126069 | 22 | |
| -0.1657198026 | 25 |
Aroon_Down
Real number (ℝ)
High correlation 
| Distinct | 15 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1345225 × 10-16 |
| Minimum | -1.5104297 |
|---|---|
| Maximum | 1.2089767 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 227 |
| Negative (%) | 46.2% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -1.5104297 |
|---|---|
| 5-th percentile | -1.5104297 |
| Q1 | -0.92769975 |
| median | 0.043516833 |
| Q3 | 1.0147334 |
| 95-th percentile | 1.2089767 |
| Maximum | 1.2089767 |
| Range | 2.7194064 |
| Interquartile range (IQR) | 1.9424332 |
Descriptive statistics
| Standard deviation | 1.0010199 |
|---|---|
| Coefficient of variation (CV) | 4.6896667 × 1015 |
| Kurtosis | -1.4787122 |
| Mean | 2.1345225 × 10-16 |
| Median Absolute Deviation (MAD) | 0.97121658 |
| Skewness | -0.19949355 |
| Sum | 1.0480505 × 10-13 |
| Variance | 1.0020408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.208976729 | 102 | |
| -1.510429697 | 59 | |
| 1.014733413 | 39 | 7.9% |
| 0.8204900971 | 32 | 6.5% |
| -1.31618638 | 31 | 6.3% |
| -1.121943064 | 28 | 5.7% |
| 0.6262467809 | 26 | 5.3% |
| -0.5392131159 | 24 | 4.9% |
| 0.2377601487 | 23 | 4.7% |
| -0.733456432 | 23 | 4.7% |
| Other values (5) | 104 |
| Value | Count | Frequency (%) |
| -1.510429697 | 59 | |
| -1.31618638 | 31 | |
| -1.121943064 | 28 | |
| -0.9276997481 | 22 | 4.5% |
| -0.733456432 | 23 | 4.7% |
| -0.5392131159 | 24 | |
| -0.3449697997 | 19 | 3.9% |
| -0.1507264836 | 21 | 4.3% |
| 0.04351683254 | 20 | 4.1% |
| 0.2377601487 | 23 | 4.7% |
| Value | Count | Frequency (%) |
| 1.208976729 | 102 | |
| 1.014733413 | 39 | 7.9% |
| 0.8204900971 | 32 | 6.5% |
| 0.6262467809 | 26 | 5.3% |
| 0.4320034648 | 22 | 4.5% |
| 0.2377601487 | 23 | 4.7% |
| 0.04351683254 | 20 | 4.1% |
| -0.1507264836 | 21 | 4.3% |
| -0.3449697997 | 19 | 3.9% |
| -0.5392131159 | 24 | 4.9% |
Interactions
Correlations
| ADX | Adj Close | Aroon_Down | Aroon_Up | BB_lower | BB_upper | Close | EMA5 | High | Low | MACD | MACD_signal | OBV | Open | RSI15 | SMA15 | Unnamed: 0 | Volume | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ADX | 1.000 | 0.211 | 0.202 | -0.289 | 0.120 | -0.170 | 0.216 | 0.222 | 0.216 | 0.218 | 0.537 | -0.042 | 0.200 | 0.217 | 0.430 | 0.216 | -0.065 | -0.066 |
| Adj Close | 0.211 | 1.000 | 0.217 | -0.195 | 0.859 | 0.700 | 1.000 | 0.993 | 0.998 | 0.998 | 0.377 | 0.119 | 0.898 | 0.995 | 0.332 | 0.960 | 0.818 | -0.407 |
| Aroon_Down | 0.202 | 0.217 | 1.000 | -0.543 | -0.096 | -0.181 | 0.219 | 0.182 | 0.218 | 0.222 | 0.603 | 0.650 | 0.262 | 0.213 | 0.716 | 0.049 | 0.023 | -0.071 |
| Aroon_Up | -0.289 | -0.195 | -0.543 | 1.000 | 0.113 | 0.198 | -0.197 | -0.173 | -0.193 | -0.201 | -0.640 | -0.561 | -0.213 | -0.196 | -0.685 | -0.049 | 0.022 | 0.167 |
| BB_lower | 0.120 | 0.859 | -0.096 | 0.113 | 1.000 | 0.849 | 0.857 | 0.879 | 0.861 | 0.858 | -0.017 | -0.146 | 0.759 | 0.861 | -0.112 | 0.926 | 0.843 | -0.328 |
| BB_upper | -0.170 | 0.700 | -0.181 | 0.198 | 0.849 | 1.000 | 0.698 | 0.718 | 0.700 | 0.698 | -0.303 | -0.130 | 0.594 | 0.701 | -0.315 | 0.771 | 0.752 | -0.360 |
| Close | 0.216 | 1.000 | 0.219 | -0.197 | 0.857 | 0.698 | 1.000 | 0.993 | 0.998 | 0.998 | 0.381 | 0.118 | 0.901 | 0.995 | 0.336 | 0.960 | 0.812 | -0.408 |
| EMA5 | 0.222 | 0.993 | 0.182 | -0.173 | 0.879 | 0.718 | 0.993 | 1.000 | 0.994 | 0.994 | 0.363 | 0.062 | 0.896 | 0.994 | 0.277 | 0.979 | 0.812 | -0.407 |
| High | 0.216 | 0.998 | 0.218 | -0.193 | 0.861 | 0.700 | 0.998 | 0.994 | 1.000 | 0.998 | 0.379 | 0.113 | 0.895 | 0.998 | 0.324 | 0.962 | 0.814 | -0.391 |
| Low | 0.218 | 0.998 | 0.222 | -0.201 | 0.858 | 0.698 | 0.998 | 0.994 | 0.998 | 1.000 | 0.383 | 0.115 | 0.897 | 0.998 | 0.331 | 0.960 | 0.811 | -0.417 |
| MACD | 0.537 | 0.377 | 0.603 | -0.640 | -0.017 | -0.303 | 0.381 | 0.363 | 0.379 | 0.383 | 1.000 | 0.360 | 0.433 | 0.380 | 0.872 | 0.254 | 0.058 | -0.151 |
| MACD_signal | -0.042 | 0.119 | 0.650 | -0.561 | -0.146 | -0.130 | 0.118 | 0.062 | 0.113 | 0.115 | 0.360 | 1.000 | 0.087 | 0.107 | 0.614 | -0.098 | 0.102 | -0.026 |
| OBV | 0.200 | 0.898 | 0.262 | -0.213 | 0.759 | 0.594 | 0.901 | 0.896 | 0.895 | 0.897 | 0.433 | 0.087 | 1.000 | 0.892 | 0.380 | 0.868 | 0.643 | -0.412 |
| Open | 0.217 | 0.995 | 0.213 | -0.196 | 0.861 | 0.701 | 0.995 | 0.994 | 0.998 | 0.998 | 0.380 | 0.107 | 0.892 | 1.000 | 0.316 | 0.962 | 0.813 | -0.408 |
| RSI15 | 0.430 | 0.332 | 0.716 | -0.685 | -0.112 | -0.315 | 0.336 | 0.277 | 0.324 | 0.331 | 0.872 | 0.614 | 0.380 | 0.316 | 1.000 | 0.126 | 0.005 | -0.125 |
| SMA15 | 0.216 | 0.960 | 0.049 | -0.049 | 0.926 | 0.771 | 0.960 | 0.979 | 0.962 | 0.960 | 0.254 | -0.098 | 0.868 | 0.962 | 0.126 | 1.000 | 0.814 | -0.392 |
| Unnamed: 0 | -0.065 | 0.818 | 0.023 | 0.022 | 0.843 | 0.752 | 0.812 | 0.812 | 0.814 | 0.811 | 0.058 | 0.102 | 0.643 | 0.813 | 0.005 | 0.814 | 1.000 | -0.337 |
| Volume | -0.066 | -0.407 | -0.071 | 0.167 | -0.328 | -0.360 | -0.408 | -0.407 | -0.391 | -0.417 | -0.151 | -0.026 | -0.412 | -0.408 | -0.125 | -0.392 | -0.337 | 1.000 |
Missing values
Sample
| Unnamed: 0 | Open | High | Low | Close | Adj Close | Volume | SMA15 | EMA5 | RSI15 | BB_upper | BB_lower | MACD | MACD_signal | OBV | ADX | Aroon_Up | Aroon_Down | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0.145560 | 0.135800 | 0.092953 | 0.121477 | 0.119083 | 0.683939 | -1.340756 | -1.480714 | -1.170455 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | -124385900.0 | -0.983383 | 1.629172 | 0.237760 |
| 1 | 1 | 0.100480 | 0.103719 | 0.104698 | 0.126387 | 0.123897 | 0.481122 | -1.350067 | -1.536957 | -1.170455 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | -41011300.0 | -0.983383 | 1.429739 | 0.043517 |
| 2 | 2 | 0.130352 | 0.124499 | 0.121267 | 0.131660 | 0.129067 | 0.510319 | -1.361406 | -1.566856 | -1.074445 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | 48897200.0 | -0.983383 | 1.230307 | -0.150726 |
| 3 | 3 | 0.113062 | 0.098250 | 0.094865 | 0.089562 | 0.087797 | 0.439734 | -1.385392 | -1.647425 | -1.565941 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | -26020600.0 | -0.983383 | 1.030875 | -0.344970 |
| 4 | 4 | 0.137866 | 0.174079 | 0.139567 | 0.198672 | 0.194758 | 0.618326 | -1.376107 | -1.543980 | -0.048489 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | 92833400.0 | -0.983383 | 0.831442 | -0.539213 |
| 5 | 5 | 0.179325 | 0.202698 | 0.183904 | 0.224404 | 0.219983 | 0.527457 | -1.369624 | -1.437954 | 0.208536 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | 186813100.0 | -0.983383 | 0.632010 | -0.733456 |
| 6 | 6 | 0.207839 | 0.205159 | 0.211763 | 0.211493 | 0.207326 | 0.431677 | -1.372746 | -1.385866 | 0.044261 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | 113439000.0 | -0.983383 | 0.432577 | -0.927700 |
| 7 | 7 | 0.237259 | 0.235326 | 0.222050 | 0.227496 | 0.223014 | 0.510146 | -1.378882 | -1.328091 | 0.209594 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | 203307300.0 | -0.983383 | 0.233145 | -1.121943 |
| 8 | 8 | 0.209288 | 0.201422 | 0.210488 | 0.216130 | 0.211872 | 0.380100 | -1.380376 | -1.305946 | 0.055954 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | 139089000.0 | -0.983383 | 0.033713 | -1.316186 |
| 9 | 9 | 0.184846 | 0.216095 | 0.200109 | 0.233679 | 0.229075 | 0.467013 | -1.364581 | -1.265905 | 0.246565 | -1.460994 | -1.402776 | -0.028429 | -0.402157 | 219478400.0 | -0.983383 | -0.165720 | -1.510430 |
| Unnamed: 0 | Open | High | Low | Close | Adj Close | Volume | SMA15 | EMA5 | RSI15 | BB_upper | BB_lower | MACD | MACD_signal | OBV | ADX | Aroon_Up | Aroon_Down | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 481 | 481 | 0.891554 | 0.892453 | 0.884559 | 0.878978 | 0.880246 | 0.192086 | 1.838404 | 1.739481 | -0.742313 | 2.193531 | 1.658759 | -0.116846 | -0.403673 | 1.732336e+09 | -1.637034 | -1.162882 | -0.927700 |
| 482 | 482 | 0.889744 | 0.895097 | 0.902039 | 0.916076 | 0.916955 | 0.108800 | 1.862363 | 1.747274 | -0.245490 | 2.193606 | 1.660816 | -0.138265 | -0.377554 | 1.764192e+09 | -1.688053 | -1.162882 | -1.121943 |
| 483 | 483 | 0.898162 | 0.929457 | 0.916424 | 0.950355 | 0.950875 | 0.129327 | 1.885975 | 1.801842 | 0.150095 | 2.191288 | 1.671180 | -0.052816 | -0.075802 | 1.797783e+09 | -1.700319 | 1.230307 | -1.316186 |
| 484 | 484 | 0.921246 | 0.927178 | 0.937728 | 0.945808 | 0.946376 | 0.061403 | 1.886429 | 1.831673 | 0.085930 | 2.189457 | 1.678815 | -0.003938 | 0.069486 | 1.769599e+09 | -1.711709 | 1.030875 | -1.510430 |
| 485 | 485 | 0.935005 | 0.926358 | 0.939275 | 0.932260 | 0.932970 | 0.107626 | 1.884695 | 1.832047 | -0.107702 | 2.195838 | 1.685831 | -0.011937 | 0.036243 | 1.737840e+09 | -1.722285 | 0.831442 | -0.539213 |
| 486 | 486 | 0.929574 | 0.947503 | 0.950747 | 0.966358 | 0.966710 | 0.195758 | 1.897581 | 1.881408 | 0.289488 | 2.201185 | 1.700840 | 0.082029 | 0.277618 | 1.777722e+09 | -1.678902 | 0.632010 | -0.733456 |
| 487 | 487 | 0.974020 | 1.000000 | 0.985069 | 0.989544 | 0.989653 | 0.383299 | 1.914870 | 1.947711 | 0.531719 | 2.201992 | 1.723241 | 0.221277 | 0.589719 | 1.842473e+09 | -1.531988 | 0.432577 | 1.208977 |
| 488 | 488 | 0.955825 | 0.951057 | 0.962036 | 0.970722 | 0.971029 | 0.134944 | 1.929304 | 1.964804 | 0.245244 | 2.207089 | 1.738096 | 0.265305 | 0.589160 | 1.808391e+09 | -1.468496 | 0.233145 | 1.014733 |
| 489 | 489 | 0.972391 | 0.966825 | 0.968227 | 0.974086 | 0.974358 | 0.122384 | 1.941657 | 1.981044 | 0.283383 | 2.211370 | 1.753458 | 0.302418 | 0.570536 | 1.841385e+09 | -1.379094 | 0.033713 | 0.820490 |
| 490 | 490 | 0.997284 | 0.988060 | 1.000000 | 1.000000 | 1.000000 | 0.254472 | 1.960893 | 2.029196 | 0.569561 | 2.206054 | 1.777405 | 0.402994 | 0.722424 | 1.887801e+09 | -1.257452 | -0.165720 | 0.626247 |